if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

published:28 Dec 2013

views:7254

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
https://github.com/hexahedria/biaxial-rnn-music-composition
http://www.hexahedria.com/2016/08/08/summer-research-on-the-hmc-intelligent-music-software-team
https://magenta.tensorflow.org/
https://github.com/farizrahman4u/seq2seq
http://stackoverflow.com/questions/14448380/how-do-i-read-a-midi-file-change-its-instrument-and-write-it-back
https://github.com/vishnubob/python-midi
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
StreamingLive from UploadVR's Studio in San Francisco!: https://www.youtube.com/uploadvr
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

published:15 Mar 2017

views:56514

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter new and unexplored territories. Beyond syntax, functions and variables, he continues to discover infinite possible applications. His work can be found on his website www.timrodenbroeker.de. At TEDxUniPaderborn, Tim will be speaking on the topic “Creative Coding = Unexplored Territories”. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx

published:10 Nov 2017

views:943

published:17 Mar 2016

views:84

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
Interesting Machine MusicGenerationProject by Google:
https://magenta.tensorflow.org/welcome-to-magenta
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-learning--ud730
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-image-classifier-tensorflow
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/tensorflow-night-heron-classifier
Please subscribe, like, and comment! You guys are the reason I do this. Thanks so much for watching my videos! If you enjoy my videos, I'd appreciate your support on Patreon :)
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld.sh
To activate the other bash files you need to migrate to the magenta main folder
cd ~/mymagenta/magenta
Then activate the other bash files. example
bash a01-rnn_basic.sh
Note the other two bash file a02... and a03... have other useful abilities.
Presently trying to get Magenta working on Cloud 9http://c9.io so windows users can try installing it on a virtual online ubuntu box,
but the free Cloud9 does not allow the approximate 3Gb of storage needed. Not really sure if people would pay the $19.00 / month to be able to play around with Machine LearningMusic. Write a comment if you would.
Use at your own risk!
By Jeremy EllisMaker of http://www.rocksetta.com
Twitter @rocksetta

published:20 Jun 2016

views:1237

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

Magenta

Magenta (/məˈdʒɛntə/) is variously defined as a purplish-red, reddish-purple, or a mauvish-crimson color. On computer screens, it is made by mixing equal amounts of blue and red. On color wheels of the RGB (additive) and CMYK (subtractive) color models, it is located midway between red and blue. It is the complementary color of green. It is one of the four colors of ink used in color printing and by an inkjet printer, along with cyan, yellow, and black, to make all the other colors. The tone of magenta used in printing is called "printer's magenta" (Magenta (CMYK)).

Magenta was first introduced as the color of a new aniline dye called fuchsine, patented in 1859 by the French chemist François-Emmanuel Verguin. Its name was changed the same year to magenta, to celebrate a victory of the French and Sardinian army at the Battle of Magenta on June 4, 1859, near the Italian town of that name.

In optics and color science

Magenta is an extra-spectral color, meaning that it is not found in the visible spectrum of light. Rather, it is physiologically and psychologically perceived as the mixture of red and violet/blue light, with the absence of green.

The earliest known programmable machine preceded the invention of the digital computer and is the automatic flute player described in the 9th century by the brothers Musa in Baghdad, at the time a major centre of knowledge. From the early 1800s, "programs" were used to direct the behavior of machines such as Jacquard looms and player pianos. Thousands of different programming languages have been created, mainly in the computer field, and many more still are being created every year. Many programming languages require computation to be specified in an imperative form (i.e., as a sequence of operations to perform), while other languages use other forms of program specification such as the declarative form (i.e. the desired result is specified, not how to achieve it).

shit coding by Zoey/Flora/Magenta®™!!!

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

1:03:10

How to Generate Music with Tensorflow (LIVE)

How to Generate Music with Tensorflow (LIVE)

How to Generate Music with Tensorflow (LIVE)

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
https://github.com/hexahedria/biaxial-rnn-music-composition
http://www.hexahedria.com/2016/08/08/summer-research-on-the-hmc-intelligent-music-software-team
https://magenta.tensorflow.org/
https://github.com/farizrahman4u/seq2seq
http://stackoverflow.com/questions/14448380/how-do-i-read-a-midi-file-change-its-instrument-and-write-it-back
https://github.com/vishnubob/python-midi
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
StreamingLive from UploadVR's Studio in San Francisco!: https://www.youtube.com/uploadvr
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter new and unexplored territories. Beyond syntax, functions and variables, he continues to discover infinite possible applications. His work can be found on his website www.timrodenbroeker.de. At TEDxUniPaderborn, Tim will be speaking on the topic “Creative Coding = Unexplored Territories”. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx

0:48

ASCII Video Game - C++ Programming Language - MAGENTA version

ASCII Video Game - C++ Programming Language - MAGENTA version

ASCII Video Game - C++ Programming Language - MAGENTA version

5:48

Generate Music in TensorFlow

Generate Music in TensorFlow

Generate Music in TensorFlow

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
Interesting Machine MusicGenerationProject by Google:
https://magenta.tensorflow.org/welcome-to-magenta
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-learning--ud730
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-image-classifier-tensorflow
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/tensorflow-night-heron-classifier
Please subscribe, like, and comment! You guys are the reason I do this. Thanks so much for watching my videos! If you enjoy my videos, I'd appreciate your support on Patreon :)
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

13:13

How to use Magenta and Tensorflow to generate music in a free Google Cloud instance

How to use Magenta and Tensorflow to generate music in a free Google Cloud instance

How to use Magenta and Tensorflow to generate music in a free Google Cloud instance

Scratch Game Programming for Young Adults - Lesson 9

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

Magenta: Music and Art with Machine Learning

Google Magenta Setup on linux

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld.sh
To activate the other bash files you need to migrate to the magenta main folder
cd ~/mymagenta/magenta
Then activate the other bash files. example
bash a01-rnn_basic.sh
Note the other two bash file a02... and a03... have other useful abilities.
Presently trying to get Magenta working on Cloud 9http://c9.io so windows users can try installing it on a virtual online ubuntu box,
but the free Cloud9 does not allow the approximate 3Gb of storage needed. Not really sure if people would pay the $19.00 / month to be able to play around with Machine LearningMusic. Write a comment if you would.
Use at your own risk!
By Jeremy EllisMaker of http://www.rocksetta.com
Twitter @rocksetta

1:14

A I Duet

A I Duet

A I Duet

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

shit coding by Zoey/Flora/Magenta®™!!!

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

published: 28 Dec 2013

How to Generate Music with Tensorflow (LIVE)

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural...

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter...

published: 10 Nov 2017

ASCII Video Game - C++ Programming Language - MAGENTA version

published: 17 Mar 2016

Generate Music in TensorFlow

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up o...

published: 23 Sep 2016

How to use Magenta and Tensorflow to generate music in a free Google Cloud instance

[This is a reupload with increased volume]
This tutorial explains how to use Magenta, Tensorflow, and the TeslaK80GPU we signed up for in the last video to generate new midi music files from a training set of your choosing.
Some of the URLs in these commands are truncated because google just thinks they're links. For the full text, go here: https://pastebin.com/raw/35fKF8Sc
05:30 https://www.youtube.com/watch?v=IEa8hIvkto0
05:40 https://www.youtube.com/watch?v=abEf3wQJBmE
05:50 https://console.cloud.google.com/compute/instances
05:57 https://cloud.google.com/compute/docs/gpus/add-gpus
06:10 https://pastebin.com/raw/U7fQFiZd
06:23 sudo apt-get update
06:27 sudo apt-get install ipython
06:28 sudo apt-get install python3-pip
06:36 sudo apt-get install python-pip
06:40 sudo pip3 ...

published: 01 May 2017

Scratch Game Programming for Young Adults - Lesson 9

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

published: 21 Dec 2016

How to Generate Music - Intro to Deep Learning #9

We're going to build a music generating neural network trained on jazz songs in Keras. I'll go over the history of algorithmic generation, then we'll walk step by step through the process of how LSTM networks help us generate music.
Coding Challenge for this video:
https://github.com/llSourcell/How-to-Generate-Music-Demo
Vishal's WinningCode:
https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Art_Generation
Michael's Runner up code:
https://github.com/michalpelka/How-to-Generate-Art-Demo/blob/master/demo.ipynb
More Learning Resources:
https://medium.com/@shiyan/understanding-lstm-and-its-diagrams-37e2f46f1714#.swstv6z61
http://mourafiq.com/2016/05/15/predicting-sequences-using-rnn-in-tensorflow.html
https://magenta.tensorflow.org/2016/06/10/recurrent-neural-netwo...

published: 11 Mar 2017

Magenta: Music and Art with Machine Learning

Google Magenta Setup on linux

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld...

published: 20 Jun 2016

A I Duet

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

shit coding by Zoey/Flora/Magenta®™!!!

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the f...

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

How to Generate Music with Tensorflow (LIVE)

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode mus...

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
https://github.com/hexahedria/biaxial-rnn-music-composition
http://www.hexahedria.com/2016/08/08/summer-research-on-the-hmc-intelligent-music-software-team
https://magenta.tensorflow.org/
https://github.com/farizrahman4u/seq2seq
http://stackoverflow.com/questions/14448380/how-do-i-read-a-midi-file-change-its-instrument-and-write-it-back
https://github.com/vishnubob/python-midi
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
StreamingLive from UploadVR's Studio in San Francisco!: https://www.youtube.com/uploadvr
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
https://github.com/hexahedria/biaxial-rnn-music-composition
http://www.hexahedria.com/2016/08/08/summer-research-on-the-hmc-intelligent-music-software-team
https://magenta.tensorflow.org/
https://github.com/farizrahman4u/seq2seq
http://stackoverflow.com/questions/14448380/how-do-i-read-a-midi-file-change-its-instrument-and-write-it-back
https://github.com/vishnubob/python-midi
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
StreamingLive from UploadVR's Studio in San Francisco!: https://www.youtube.com/uploadvr
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities ...

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter new and unexplored territories. Beyond syntax, functions and variables, he continues to discover infinite possible applications. His work can be found on his website www.timrodenbroeker.de. At TEDxUniPaderborn, Tim will be speaking on the topic “Creative Coding = Unexplored Territories”. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter new and unexplored territories. Beyond syntax, functions and variables, he continues to discover infinite possible applications. His work can be found on his website www.timrodenbroeker.de. At TEDxUniPaderborn, Tim will be speaking on the topic “Creative Coding = Unexplored Territories”. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx

Generate Music in TensorFlow

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Pyth...

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
Interesting Machine MusicGenerationProject by Google:
https://magenta.tensorflow.org/welcome-to-magenta
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-learning--ud730
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-image-classifier-tensorflow
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/tensorflow-night-heron-classifier
Please subscribe, like, and comment! You guys are the reason I do this. Thanks so much for watching my videos! If you enjoy my videos, I'd appreciate your support on Patreon :)
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
Interesting Machine MusicGenerationProject by Google:
https://magenta.tensorflow.org/welcome-to-magenta
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-learning--ud730
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-image-classifier-tensorflow
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/tensorflow-night-heron-classifier
Please subscribe, like, and comment! You guys are the reason I do this. Thanks so much for watching my videos! If you enjoy my videos, I'd appreciate your support on Patreon :)
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

Scratch Game Programming for Young Adults - Lesson 9

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images th...

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

Google Magenta Setup on linux

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to au...

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld.sh
To activate the other bash files you need to migrate to the magenta main folder
cd ~/mymagenta/magenta
Then activate the other bash files. example
bash a01-rnn_basic.sh
Note the other two bash file a02... and a03... have other useful abilities.
Presently trying to get Magenta working on Cloud 9http://c9.io so windows users can try installing it on a virtual online ubuntu box,
but the free Cloud9 does not allow the approximate 3Gb of storage needed. Not really sure if people would pay the $19.00 / month to be able to play around with Machine LearningMusic. Write a comment if you would.
Use at your own risk!
By Jeremy EllisMaker of http://www.rocksetta.com
Twitter @rocksetta

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld.sh
To activate the other bash files you need to migrate to the magenta main folder
cd ~/mymagenta/magenta
Then activate the other bash files. example
bash a01-rnn_basic.sh
Note the other two bash file a02... and a03... have other useful abilities.
Presently trying to get Magenta working on Cloud 9http://c9.io so windows users can try installing it on a virtual online ubuntu box,
but the free Cloud9 does not allow the approximate 3Gb of storage needed. Not really sure if people would pay the $19.00 / month to be able to play around with Machine LearningMusic. Write a comment if you would.
Use at your own risk!
By Jeremy EllisMaker of http://www.rocksetta.com
Twitter @rocksetta

A I Duet

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a proj...

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

shit coding by Zoey/Flora/Magenta®™!!!

if this video gets flooded by his fanboys, all the fucking better; let's see how much of a manipulative piece of shit you are; call this drama or whatever the fuck you wish, I don't give a fuck about your interpretation of this
tested in GMod's listen server
link to malicious code in case he removes it from his addon: http://pastebin.com/8TWgxrpy
link to picture of malicious code as well: http://i.imgur.com/kW5EAdu.png
path to file that contains malicious code (inside the .gma file): lua\autorun\client\mbas e_cl.lua
link to actual addon: http://steamcommunity.com/sharedfiles/filedetails/?id=192950230&searchtext=mcpb+weapons

1:03:10

How to Generate Music with Tensorflow (LIVE)

This live session will focus on the details of music generation using the Tensorflow libra...

How to Generate Music with Tensorflow (LIVE)

This live session will focus on the details of music generation using the Tensorflow library. The goal is for you to understand the details of how to encode music, feed it to a well tuned model, and use it to generate really cool sounds. And I'm going to NOT use Google Hangouts, instead I'll do this with a green screen and a DSLR camera :)
Code for this video:
https://github.com/llSourcell/music_demo_live/
Please subscribe! And like. And comment. That's what keeps me going.
My Udacity course is open for enrollments until this Saturday at midnight:
https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101
More Learning Resources:
http://www.asimovinstitute.org/analyzing-deep-learning-tools-music/
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
https://github.com/hexahedria/biaxial-rnn-music-composition
http://www.hexahedria.com/2016/08/08/summer-research-on-the-hmc-intelligent-music-software-team
https://magenta.tensorflow.org/
https://github.com/farizrahman4u/seq2seq
http://stackoverflow.com/questions/14448380/how-do-i-read-a-midi-file-change-its-instrument-and-write-it-back
https://github.com/vishnubob/python-midi
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Please support me on Patreon:
https://www.patreon.com/user?u=3191693
StreamingLive from UploadVR's Studio in San Francisco!: https://www.youtube.com/uploadvr
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

Creative Coding is programming for artistic purposes. Speaking at the premier of TEDxUPB in 2017, Tim Rodenbröker elaborated on the many creative possibilities given by programming tools.
Tim is a designer, musician and media-artist from Paderborn, Germany. After graduating from the MünsterSchool of Design, Tim discovered Creative Coding and has been developing it in countless art projects ever since. Beyond syntax, functions and variables, he continues to discover infinite possible applications, constantly entering “unexplored territories”. Tim Rodenbröker is a designer and media-artist from Paderborn, Germany. After graduating from the Münster School of Design, Tim discovered “Creative Coding“, a new tool to use programming languages with an artistic purpose. With other words: To enter new and unexplored territories. Beyond syntax, functions and variables, he continues to discover infinite possible applications. His work can be found on his website www.timrodenbroeker.de. At TEDxUniPaderborn, Tim will be speaking on the topic “Creative Coding = Unexplored Territories”. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx

Generate Music in TensorFlow

In this video, I go over some of the state of the art advances in music generation coming out of DeepMind. Then we build our own music generation script in Python using Tensorflow and a type of neural network called a Restricted Boltzmann Machine. Congrats to Rohan Verma (Winner) and Chih-Cheng Liang (runner-up) for their classifiers for scientists. The challenge for this video is to generate a happy/upbeat song using the RBMScript.
The code for this video is here:
https://github.com/llSourcell/Music_Generator_Demo
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
The WaveNet blogpost with audio samples:
https://deepmind.com/blog/wavenet-generative-model-raw-audio/
More on RBMs:
http://deeplearning4j.org/restrictedboltzmannmachine.html
Another write up on music generation with Neural Networks:
http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/
Interesting Machine MusicGenerationProject by Google:
https://magenta.tensorflow.org/welcome-to-magenta
TensorFlow course on Udacity:
https://www.udacity.com/course/deep-learning--ud730
Rohan's Classifier (Winner):
https://github.com/rhnvrm/galaxy-image-classifier-tensorflow
Chih-Cheng's Classifier (Runner-up):
https://github.com/ChihChengLiang/tensorflow-night-heron-classifier
Please subscribe, like, and comment! You guys are the reason I do this. Thanks so much for watching my videos! If you enjoy my videos, I'd appreciate your support on Patreon :)
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/

13:13

How to use Magenta and Tensorflow to generate music in a free Google Cloud instance

[This is a reupload with increased volume]
This tutorial explains how to use Magenta, Ten...

Scratch Game Programming for Young Adults - Lesson 9

Free online course in Scratch: https://www.udemy.com/scratch-game-programming/?couponCode=GET_SCRATCHING
In this lecture, you'll learn how to use the images that come with Scratch to set the backdrop and new sprites. We'll also introduce the magenta Sound code blocks and the "broadcast" blocks. At the end of this lecture, you'll be able to have sprites control each other through broadcast messages, allowing for more complicated behaviors.

8:22

How to Generate Music - Intro to Deep Learning #9

We're going to build a music generating neural network trained on jazz songs in Keras. I'l...

Google Magenta Setup on linux

July 16, 2016 Magenta update caused changes, that have been repaired.
Using Tensorflow Version0.9 and Magenta I have made a github site with bash files to automatically install and run what is needed to get a starting point with Google's Deep LearningNeural NetworkArtificial Intelligence software on a Linux machine, tested on Ubuntu versions 14.04 and 15.10
My github site is at
https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world
after cloning the repository
git clone https://github.com/hpssjellis/google-magenta-midi-music-on-linux-hello-world.git
then enter the directory
cd google-magenta-midi-music-on-linux-hello-world
bash setup.sh
And the bash scripts do the rest: install Bazel, Tensorflow and Magenta then activate the bash file a01-helloworld.sh
To activate the other bash files you need to migrate to the magenta main folder
cd ~/mymagenta/magenta
Then activate the other bash files. example
bash a01-rnn_basic.sh
Note the other two bash file a02... and a03... have other useful abilities.
Presently trying to get Magenta working on Cloud 9http://c9.io so windows users can try installing it on a virtual online ubuntu box,
but the free Cloud9 does not allow the approximate 3Gb of storage needed. Not really sure if people would pay the $19.00 / month to be able to play around with Machine LearningMusic. Write a comment if you would.
Use at your own risk!
By Jeremy EllisMaker of http://www.rocksetta.com
Twitter @rocksetta

1:14

A I Duet

State of nothingness is an experimental musical performance made in collaboration with @ar...

A I Duet

State of nothingness is an experimental musical performance made in collaboration with @artificial.music, @arriomusic and is powered by Google's Magenta, a project devoted to music and art generation with machine intelligence. Realtime audio and midi visualization created using VVVVCreative coding by @box_of_imagination @rudynurhadi
Digital Nativ 2017

Magenta

Magenta (/məˈdʒɛntə/) is variously defined as a purplish-red, reddish-purple, or a mauvish-crimson color. On computer screens, it is made by mixing equal amounts of blue and red. On color wheels of the RGB (additive) and CMYK (subtractive) color models, it is located midway between red and blue. It is the complementary color of green. It is one of the four colors of ink used in color printing and by an inkjet printer, along with cyan, yellow, and black, to make all the other colors. The tone of magenta used in printing is called "printer's magenta" (Magenta (CMYK)).

Magenta was first introduced as the color of a new aniline dye called fuchsine, patented in 1859 by the French chemist François-Emmanuel Verguin. Its name was changed the same year to magenta, to celebrate a victory of the French and Sardinian army at the Battle of Magenta on June 4, 1859, near the Italian town of that name.

In optics and color science

Magenta is an extra-spectral color, meaning that it is not found in the visible spectrum of light. Rather, it is physiologically and psychologically perceived as the mixture of red and violet/blue light, with the absence of green.

With the deepest station, and the steepest escalator, the upcoming Janakpuri West-Kalkaji Mandir stretch of the MagentaLine brings many firsts to the Delhi Metro network. In a media preview of the 24.8-km section of the Magenta Line on ......

Trouble is brewing for the Delhi Metro's MagentaLine, where another route will start functioning on May 29, with as many as 100 private suppliers and contractors threatening to block the tracks over pending payments ... The protesters have said they will lie down on the yet to be started Kalkaji-Janakpuri route of Magenta corridor, on May 28 when Union Minister for Urban DevelopmentHardeep Singh Puri flags off the train officially....

RIBBON IN THE SKY - B.A.P (비에이피) [HAN/ROM/ENG COLO...

6.2: TensorFlow.js: Tensors - Intelligence and Lea...

Latest News for: magenta coding

With the deepest station, and the steepest escalator, the upcoming Janakpuri West-Kalkaji Mandir stretch of the MagentaLine brings many firsts to the Delhi Metro network. In a media preview of the 24.8-km section of the Magenta Line on ......

Trouble is brewing for the Delhi Metro's MagentaLine, where another route will start functioning on May 29, with as many as 100 private suppliers and contractors threatening to block the tracks over pending payments ... The protesters have said they will lie down on the yet to be started Kalkaji-Janakpuri route of Magenta corridor, on May 28 when Union Minister for Urban DevelopmentHardeep Singh Puri flags off the train officially....

Watch. Narrow escape for 21-year-old as he crosses metro&nbsp;tracksMagenta Line of Delhi Metro to be inaugurated on May 28 by CM Arvind Kejriwal, MoS Hardeep Singh PuriDelhi Metro’s Magenta Line ... More RelatedNews. Delhi Metro Magenta Line. Janakpuri-Kalkaji section to run services from next week Delhi Metro’s full Magenta Line to start operations on May 29 ... Tags ... ....

In the meantime, the planning commission is working with Spicer ... Spicer Group ... Smith said ... The most recent feasibility map that Spicer Group presented to the commission, which illustrates Huron County and magenta colored dots and streaks across it to indicate where solar is off limits, includes exclusions like prime farmland, wetlands and half-mile setbacks from cities, villages, parks and state land, among others ... Return to top ....

With the MagentaLine set to become operational, Delhi Metro Rail Corporation (DMRC) has started installing signage and constructing a tiled pathway for passengers from the station named after the airport to the domestic arrival and departure terminals ... section of the Magenta Line, of which the airport station is a part, slated to open from May 29....